Reading up on Vercel AI SDK

Headroom claims 87% token reduction with 100% accuracy by compressing tool outputs, logs, and other LLM context before model inference.

Putting a durable buffer between AI agents and LLM providers prevents token waste and re-billing when a process crashes mid-stream, with resumable streaming and crash recovery using the same mechanism.

OpenHarness is a code-first, composable SDK for building powerful AI agents, built on Vercel's AI SDK and inspired by tools like Claude Code.

Craft Agents is an open-source agent orchestration platform that connects to any API, MCP server, or local file via natural language, with a built-in browser, multimodal model support, and session-based workflows.

Analysis of 780K AI agent web searches reveals a dominant pattern: exploratory search followed by specific fetch, with 75% of queries related to software development.